Recent Trends In Learning From Data

Download or read book Recent Trends in Learning From Data written by Luca Oneto and published by Springer Nature. This book was released on 2020-04-03 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a timely snapshot and extensive practical and theoretical insights into the topic of learning from data. Based on the tutorials presented at the INNS Big Data and Deep Learning Conference, INNSBDDL2019, held on April 16-18, 2019, in Sestri Levante, Italy, the respective chapters cover advanced neural networks, deep architectures, and supervised and reinforcement machine learning models. They describe important theoretical concepts, presenting in detail all the necessary mathematical formalizations, and offer essential guidance on their use in current big data research.